Linear Modeling

I think both these books have excellent chapters on linear modeling/regression. I encourage you to read them.

Gelman et al. Regression and Other Stories Chapters 6, 7, 8, 10

Imai and Williams Chapter 4

Recommended:

Excellent chapter

Nick Huntington-Klein - The Effect Chapter 13- Regression

Quantitude - Regression like that old friend you’ve outgrown